Pandas Profiling Report

Dataset statistics

Number of variables	49
Number of observations	25286
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	102
Duplicate rows (%)	0.4%
Total size in memory	9.4 MiB
Average record size in memory	388.0 B

Variable types

Numeric	40
Categorical	9

Alerts

`Z1_CommandAcceleration` has constant value "0.0"	Constant
`Z1_CurrentFeedback` has constant value "0.0"	Constant
`Z1_DCBusVoltage` has constant value "0.0"	Constant
`Z1_OutputCurrent` has constant value "0.0"	Constant
`Z1_OutputVoltage` has constant value "0.0"	Constant
`S1_SystemInertia` has constant value "12.0"	Constant
Dataset has 102 (0.4%) duplicate rows	Duplicates
`X1_ActualPosition` is highly correlated with `X1_CommandPosition`	High correlation
`X1_ActualVelocity` is highly correlated with `X1_CommandVelocity` and 1 other fields	High correlation
`X1_CommandPosition` is highly correlated with `X1_ActualPosition`	High correlation
`X1_CommandVelocity` is highly correlated with `X1_ActualVelocity` and 1 other fields	High correlation
`X1_CurrentFeedback` is highly correlated with `X1_ActualVelocity` and 1 other fields	High correlation
`X1_DCBusVoltage` is highly correlated with `X1_OutputVoltage` and 5 other fields	High correlation
`X1_OutputCurrent` is highly correlated with `Y1_OutputCurrent` and 6 other fields	High correlation
`X1_OutputVoltage` is highly correlated with `X1_DCBusVoltage` and 4 other fields	High correlation
`X1_OutputPower` is highly correlated with `X1_DCBusVoltage` and 1 other fields	High correlation
`Y1_ActualPosition` is highly correlated with `Y1_CommandPosition`	High correlation
`Y1_ActualVelocity` is highly correlated with `Y1_CommandVelocity` and 1 other fields	High correlation
`Y1_CommandPosition` is highly correlated with `Y1_ActualPosition`	High correlation
`Y1_CommandVelocity` is highly correlated with `Y1_ActualVelocity` and 1 other fields	High correlation
`Y1_CurrentFeedback` is highly correlated with `Y1_ActualVelocity` and 1 other fields	High correlation
`Y1_DCBusVoltage` is highly correlated with `Y1_OutputVoltage` and 4 other fields	High correlation
`Y1_OutputCurrent` is highly correlated with `X1_OutputCurrent` and 8 other fields	High correlation
`Y1_OutputVoltage` is highly correlated with `Y1_DCBusVoltage` and 3 other fields	High correlation
`Y1_OutputPower` is highly correlated with `Y1_DCBusVoltage` and 1 other fields	High correlation
`Z1_ActualPosition` is highly correlated with `X1_DCBusVoltage` and 12 other fields	High correlation
`Z1_ActualVelocity` is highly correlated with `Z1_ActualAcceleration`	High correlation
`Z1_ActualAcceleration` is highly correlated with `Z1_ActualVelocity`	High correlation
`Z1_CommandPosition` is highly correlated with `X1_DCBusVoltage` and 12 other fields	High correlation
`S1_ActualPosition` is highly correlated with `S1_CommandPosition`	High correlation
`S1_ActualVelocity` is highly correlated with `Y1_OutputCurrent` and 7 other fields	High correlation
`S1_CommandPosition` is highly correlated with `S1_ActualPosition`	High correlation
`S1_CommandVelocity` is highly correlated with `X1_DCBusVoltage` and 15 other fields	High correlation
`S1_CurrentFeedback` is highly correlated with `X1_OutputCurrent` and 10 other fields	High correlation
`S1_DCBusVoltage` is highly correlated with `X1_OutputCurrent` and 10 other fields	High correlation
`S1_OutputCurrent` is highly correlated with `X1_DCBusVoltage` and 11 other fields	High correlation
`S1_OutputVoltage` is highly correlated with `X1_OutputCurrent` and 11 other fields	High correlation
`S1_OutputPower` is highly correlated with `X1_OutputCurrent` and 10 other fields	High correlation
`M1_sequence_number` is highly correlated with `Z1_ActualPosition` and 9 other fields	High correlation
`M1_CURRENT_FEEDRATE` is highly correlated with `Z1_ActualPosition` and 8 other fields	High correlation
`X1_ActualPosition` is highly correlated with `X1_CommandPosition` and 13 other fields	High correlation
`X1_ActualVelocity` is highly correlated with `X1_CommandVelocity` and 1 other fields	High correlation
`X1_CommandPosition` is highly correlated with `X1_ActualPosition` and 13 other fields	High correlation
`X1_CommandVelocity` is highly correlated with `X1_ActualVelocity` and 1 other fields	High correlation
`X1_CurrentFeedback` is highly correlated with `X1_ActualVelocity` and 1 other fields	High correlation
`X1_DCBusVoltage` is highly correlated with `X1_ActualPosition` and 15 other fields	High correlation
`X1_OutputCurrent` is highly correlated with `Y1_OutputCurrent` and 7 other fields	High correlation
`X1_OutputVoltage` is highly correlated with `X1_DCBusVoltage` and 1 other fields	High correlation
`X1_OutputPower` is highly correlated with `X1_DCBusVoltage` and 1 other fields	High correlation
`Y1_ActualPosition` is highly correlated with `X1_ActualPosition` and 13 other fields	High correlation
`Y1_ActualVelocity` is highly correlated with `Y1_CommandVelocity` and 5 other fields	High correlation
`Y1_CommandPosition` is highly correlated with `X1_ActualPosition` and 13 other fields	High correlation
`Y1_CommandVelocity` is highly correlated with `Y1_ActualVelocity` and 5 other fields	High correlation
`Y1_CurrentFeedback` is highly correlated with `Y1_ActualVelocity` and 1 other fields	High correlation
`Y1_DCBusVoltage` is highly correlated with `Y1_OutputVoltage` and 1 other fields	High correlation
`Y1_OutputCurrent` is highly correlated with `X1_ActualPosition` and 14 other fields	High correlation
`Y1_OutputVoltage` is highly correlated with `Y1_ActualVelocity` and 3 other fields	High correlation
`Y1_OutputPower` is highly correlated with `Y1_ActualVelocity` and 5 other fields	High correlation
`Z1_ActualPosition` is highly correlated with `X1_ActualPosition` and 15 other fields	High correlation
`Z1_ActualVelocity` is highly correlated with `Y1_ActualVelocity` and 3 other fields	High correlation
`Z1_CommandPosition` is highly correlated with `X1_ActualPosition` and 15 other fields	High correlation
`Z1_CommandVelocity` is highly correlated with `Y1_ActualVelocity` and 3 other fields	High correlation
`S1_ActualPosition` is highly correlated with `S1_CommandPosition`	High correlation
`S1_ActualVelocity` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`S1_CommandPosition` is highly correlated with `S1_ActualPosition`	High correlation
`S1_CommandVelocity` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`S1_CurrentFeedback` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`S1_DCBusVoltage` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`S1_OutputCurrent` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`S1_OutputVoltage` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`S1_OutputPower` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`M1_sequence_number` is highly correlated with `Z1_ActualPosition` and 9 other fields	High correlation
`M1_CURRENT_FEEDRATE` is highly correlated with `Z1_ActualPosition` and 9 other fields	High correlation
`X1_ActualPosition` is highly correlated with `X1_CommandPosition`	High correlation
`X1_ActualVelocity` is highly correlated with `X1_CommandVelocity` and 1 other fields	High correlation
`X1_CommandPosition` is highly correlated with `X1_ActualPosition`	High correlation
`X1_CommandVelocity` is highly correlated with `X1_ActualVelocity` and 1 other fields	High correlation
`X1_CurrentFeedback` is highly correlated with `X1_ActualVelocity` and 1 other fields	High correlation
`X1_DCBusVoltage` is highly correlated with `X1_OutputVoltage` and 1 other fields	High correlation
`X1_OutputCurrent` is highly correlated with `Y1_OutputCurrent` and 2 other fields	High correlation
`X1_OutputVoltage` is highly correlated with `X1_DCBusVoltage` and 1 other fields	High correlation
`X1_OutputPower` is highly correlated with `X1_DCBusVoltage` and 1 other fields	High correlation
`Y1_ActualPosition` is highly correlated with `Y1_CommandPosition`	High correlation
`Y1_ActualVelocity` is highly correlated with `Y1_CommandVelocity` and 1 other fields	High correlation
`Y1_CommandPosition` is highly correlated with `Y1_ActualPosition`	High correlation
`Y1_CommandVelocity` is highly correlated with `Y1_ActualVelocity` and 1 other fields	High correlation
`Y1_CurrentFeedback` is highly correlated with `Y1_ActualVelocity` and 1 other fields	High correlation
`Y1_DCBusVoltage` is highly correlated with `Y1_OutputVoltage` and 1 other fields	High correlation
`Y1_OutputCurrent` is highly correlated with `X1_OutputCurrent` and 2 other fields	High correlation
`Y1_OutputVoltage` is highly correlated with `Y1_DCBusVoltage` and 1 other fields	High correlation
`Y1_OutputPower` is highly correlated with `Y1_DCBusVoltage` and 1 other fields	High correlation
`Z1_ActualPosition` is highly correlated with `Z1_CommandPosition` and 3 other fields	High correlation
`Z1_ActualVelocity` is highly correlated with `Z1_ActualAcceleration`	High correlation
`Z1_ActualAcceleration` is highly correlated with `Z1_ActualVelocity`	High correlation
`Z1_CommandPosition` is highly correlated with `Z1_ActualPosition` and 3 other fields	High correlation
`S1_ActualPosition` is highly correlated with `S1_CommandPosition`	High correlation
`S1_ActualVelocity` is highly correlated with `S1_CommandVelocity`	High correlation
`S1_CommandPosition` is highly correlated with `S1_ActualPosition`	High correlation
`S1_CommandVelocity` is highly correlated with `X1_OutputCurrent` and 11 other fields	High correlation
`S1_CurrentFeedback` is highly correlated with `S1_CommandVelocity` and 2 other fields	High correlation
`S1_DCBusVoltage` is highly correlated with `S1_CommandVelocity` and 3 other fields	High correlation
`S1_OutputCurrent` is highly correlated with `X1_OutputCurrent` and 3 other fields	High correlation
`S1_OutputVoltage` is highly correlated with `S1_CommandVelocity`	High correlation
`S1_OutputPower` is highly correlated with `S1_CommandVelocity` and 2 other fields	High correlation
`M1_sequence_number` is highly correlated with `Z1_ActualPosition` and 2 other fields	High correlation
`M1_CURRENT_FEEDRATE` is highly correlated with `Z1_ActualPosition` and 2 other fields	High correlation
`Z1_CommandAcceleration` is highly correlated with `Z1_CurrentFeedback` and 7 other fields	High correlation
`Z1_CurrentFeedback` is highly correlated with `Z1_CommandAcceleration` and 7 other fields	High correlation
`Z1_OutputCurrent` is highly correlated with `Z1_CommandAcceleration` and 7 other fields	High correlation
`S1_SystemInertia` is highly correlated with `Z1_CommandAcceleration` and 7 other fields	High correlation
`Z1_OutputVoltage` is highly correlated with `Z1_CommandAcceleration` and 7 other fields	High correlation
`S1_CommandAcceleration` is highly correlated with `Z1_CommandAcceleration` and 5 other fields	High correlation
`M1_CURRENT_PROGRAM_NUMBER` is highly correlated with `Z1_CommandAcceleration` and 5 other fields	High correlation
`Z1_DCBusVoltage` is highly correlated with `Z1_CommandAcceleration` and 7 other fields	High correlation
`target` is highly correlated with `Z1_CommandAcceleration` and 5 other fields	High correlation
`X1_ActualPosition` is highly correlated with `X1_ActualVelocity` and 32 other fields	High correlation
`X1_ActualVelocity` is highly correlated with `X1_ActualPosition` and 22 other fields	High correlation
`X1_ActualAcceleration` is highly correlated with `X1_ActualPosition` and 6 other fields	High correlation
`X1_CommandPosition` is highly correlated with `X1_ActualPosition` and 32 other fields	High correlation
`X1_CommandVelocity` is highly correlated with `X1_ActualPosition` and 25 other fields	High correlation
`X1_CommandAcceleration` is highly correlated with `X1_ActualPosition` and 7 other fields	High correlation
`X1_CurrentFeedback` is highly correlated with `X1_ActualPosition` and 24 other fields	High correlation
`X1_DCBusVoltage` is highly correlated with `X1_ActualPosition` and 29 other fields	High correlation
`X1_OutputCurrent` is highly correlated with `X1_ActualPosition` and 18 other fields	High correlation
`X1_OutputVoltage` is highly correlated with `X1_ActualPosition` and 29 other fields	High correlation
`X1_OutputPower` is highly correlated with `X1_ActualPosition` and 20 other fields	High correlation
`Y1_ActualPosition` is highly correlated with `X1_ActualPosition` and 30 other fields	High correlation
`Y1_ActualVelocity` is highly correlated with `X1_ActualPosition` and 21 other fields	High correlation
`Y1_ActualAcceleration` is highly correlated with `Y1_CurrentFeedback` and 2 other fields	High correlation
`Y1_CommandPosition` is highly correlated with `X1_ActualPosition` and 30 other fields	High correlation
`Y1_CommandVelocity` is highly correlated with `X1_ActualPosition` and 21 other fields	High correlation
`Y1_CommandAcceleration` is highly correlated with `X1_ActualVelocity` and 5 other fields	High correlation
`Y1_CurrentFeedback` is highly correlated with `X1_ActualPosition` and 27 other fields	High correlation
`Y1_DCBusVoltage` is highly correlated with `X1_ActualPosition` and 29 other fields	High correlation
`Y1_OutputCurrent` is highly correlated with `X1_ActualPosition` and 31 other fields	High correlation
`Y1_OutputVoltage` is highly correlated with `X1_ActualPosition` and 31 other fields	High correlation
`Y1_OutputPower` is highly correlated with `X1_ActualPosition` and 19 other fields	High correlation
`Z1_ActualPosition` is highly correlated with `X1_ActualPosition` and 31 other fields	High correlation
`Z1_ActualVelocity` is highly correlated with `X1_ActualPosition` and 17 other fields	High correlation
`Z1_ActualAcceleration` is highly correlated with `Z1_ActualVelocity` and 1 other fields	High correlation
`Z1_CommandPosition` is highly correlated with `X1_ActualPosition` and 31 other fields	High correlation
`Z1_CommandVelocity` is highly correlated with `X1_ActualPosition` and 17 other fields	High correlation
`S1_ActualPosition` is highly correlated with `Y1_OutputCurrent` and 2 other fields	High correlation
`S1_ActualVelocity` is highly correlated with `X1_ActualPosition` and 22 other fields	High correlation
`S1_ActualAcceleration` is highly correlated with `X1_ActualPosition` and 16 other fields	High correlation
`S1_CommandPosition` is highly correlated with `Y1_OutputCurrent` and 2 other fields	High correlation
`S1_CommandVelocity` is highly correlated with `X1_ActualPosition` and 23 other fields	High correlation
`S1_CurrentFeedback` is highly correlated with `X1_ActualPosition` and 22 other fields	High correlation
`S1_DCBusVoltage` is highly correlated with `X1_ActualPosition` and 17 other fields	High correlation
`S1_OutputCurrent` is highly correlated with `X1_ActualPosition` and 25 other fields	High correlation
`S1_OutputVoltage` is highly correlated with `X1_ActualPosition` and 23 other fields	High correlation
`S1_OutputPower` is highly correlated with `X1_ActualPosition` and 22 other fields	High correlation
`M1_CURRENT_PROGRAM_NUMBER` is highly correlated with `X1_DCBusVoltage` and 2 other fields	High correlation
`M1_sequence_number` is highly correlated with `X1_ActualPosition` and 21 other fields	High correlation
`M1_CURRENT_FEEDRATE` is highly correlated with `X1_ActualPosition` and 30 other fields	High correlation
`X1_ActualVelocity` has 3451 (13.6%) zeros	Zeros
`X1_ActualAcceleration` has 3453 (13.7%) zeros	Zeros
`X1_CommandVelocity` has 11413 (45.1%) zeros	Zeros
`X1_CommandAcceleration` has 18490 (73.1%) zeros	Zeros
`X1_OutputVoltage` has 1480 (5.9%) zeros	Zeros
`X1_OutputPower` has 2153 (8.5%) zeros	Zeros
`Y1_ActualVelocity` has 4987 (19.7%) zeros	Zeros
`Y1_ActualAcceleration` has 4571 (18.1%) zeros	Zeros
`Y1_CommandVelocity` has 14647 (57.9%) zeros	Zeros
`Y1_CommandAcceleration` has 18407 (72.8%) zeros	Zeros
`Y1_OutputVoltage` has 1480 (5.9%) zeros	Zeros
`Y1_OutputPower` has 3697 (14.6%) zeros	Zeros
`Z1_ActualVelocity` has 13878 (54.9%) zeros	Zeros
`Z1_ActualAcceleration` has 10935 (43.2%) zeros	Zeros
`Z1_CommandVelocity` has 24031 (95.0%) zeros	Zeros
`S1_ActualVelocity` has 2142 (8.5%) zeros	Zeros
`S1_ActualAcceleration` has 1007 (4.0%) zeros	Zeros
`S1_CommandVelocity` has 6902 (27.3%) zeros	Zeros
`S1_DCBusVoltage` has 770 (3.0%) zeros	Zeros
`S1_OutputVoltage` has 6876 (27.2%) zeros	Zeros
`S1_OutputPower` has 2045 (8.1%) zeros	Zeros
`M1_sequence_number` has 5706 (22.6%) zeros	Zeros
`Machining_Process` has 2585 (10.2%) zeros	Zeros

Reproduction

Analysis started	2022-08-25 12:56:16.285780
Analysis finished	2022-08-25 13:01:47.682725
Duration	5 minutes and 31.4 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

X1_ActualPosition
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	58
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	159.0520446

Minimum	141
Maximum	198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	141
5-th percentile	141
Q1	145
median	153
Q3	162
95-th percentile	198
Maximum	198
Range	57
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	19.33087267
Coefficient of variation (CV)	0.1215380332
Kurtosis	0.07731529598
Mean	159.0520446
Median Absolute Deviation (MAD)	9
Skewness	1.2197207
Sum	4021790
Variance	373.6826383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198	4360	17.2%
141	3627	14.3%
162	2117	8.4%
159	1634	6.5%
151	1492	5.9%
144	1101	4.4%
142	950	3.8%
145	903	3.6%
146	719	2.8%
148	692	2.7%
Other values (48)	7691	30.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
141	3627	14.3%
142	950	3.8%
143	530	2.1%
144	1101	4.4%
145	903	3.6%
146	719	2.8%
147	637	2.5%
148	692	2.7%
149	666	2.6%
150	639	2.5%

Value	Count	Frequency (%)
198	4360	17.2%
197	12	< 0.1%
196	11	< 0.1%
195	7	< 0.1%
194	12	< 0.1%
193	8	< 0.1%
192	15	0.1%
191	6	< 0.1%
190	13	0.1%
189	7	< 0.1%

X1_ActualVelocity
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	713
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.4906226766

Minimum	-18.1
Maximum	12.2
Zeros	3451
Zeros (%)	13.6%
Negative	11736
Negative (%)	46.4%
Memory size	197.7 KiB

Quantile statistics

Minimum	-18.1
5-th percentile	-6.13
Q1	-2.05
median	0
Q3	0.2
95-th percentile	5.93
Maximum	12.2
Range	30.3
Interquartile range (IQR)	2.25

Descriptive statistics

Standard deviation	4.550623625
Coefficient of variation (CV)	-9.275200356
Kurtosis	5.662747773
Mean	-0.4906226766
Median Absolute Deviation (MAD)	1.13
Skewness	-1.258817643
Sum	-12405.885
Variance	20.70817537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3451	13.6%
0.025	1058	4.2%
-0.025	1013	4.0%
-0.05	606	2.4%
0.05	549	2.2%
-0.075	516	2.0%
12.2	511	2.0%
0.075	455	1.8%
-0.175	426	1.7%
0.175	387	1.5%
Other values (703)	16314	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-18.1	280	1.1%
-18	122	0.5%
-17.9	130	0.5%
-17.8	117	0.5%
-17.7	25	0.1%
-17.6	12	< 0.1%
-17.5	1	< 0.1%
-17.3	3	< 0.1%
-17.2	6	< 0.1%
-17.1	1	< 0.1%

Value	Count	Frequency (%)
12.2	511	2.0%
12.1	19	0.1%
12	7	< 0.1%
11.9	21	0.1%
11.8	12	< 0.1%
11.7	14	0.1%
11.6	3	< 0.1%
11.5	2	< 0.1%
11.4	2	< 0.1%
11.3	4	< 0.1%

X1_ActualAcceleration
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	41
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.9378885549

Minimum	-138
Maximum	113
Zeros	3453
Zeros (%)	13.7%
Negative	11005
Negative (%)	43.5%
Memory size	197.7 KiB

Quantile statistics

Minimum	-138
5-th percentile	-87.5
Q1	-31.3
median	0
Q3	25
95-th percentile	87.5
Maximum	113
Range	251
Interquartile range (IQR)	56.3

Descriptive statistics

Standard deviation	49.76068965
Coefficient of variation (CV)	-53.05607942
Kurtosis	0.1909623189
Mean	-0.9378885549
Median Absolute Deviation (MAD)	31.3
Skewness	-0.09991297317
Sum	-23715.45
Variance	2476.126235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	3453	13.7%
6.25	1545	6.1%
-6.25	1406	5.6%
12.5	1215	4.8%
-12.5	1209	4.8%
18.8	964	3.8%
-18.8	952	3.8%
-25	946	3.7%
-37.5	874	3.5%
25	809	3.2%
Other values (31)	11913	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-138	283	1.1%
-131	40	0.2%
-125	31	0.1%
-119	43	0.2%
-113	104	0.4%
-106	161	0.6%
-100	210	0.8%
-93.7	262	1.0%
-87.5	324	1.3%
-81.2	306	1.2%

Value	Count	Frequency (%)
113	511	2.0%
106	119	0.5%
100	182	0.7%
93.7	269	1.1%
87.5	289	1.1%
81.2	321	1.3%
75	358	1.4%
68.7	422	1.7%
62.5	510	2.0%
56.3	528	2.1%

X1_CommandPosition
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	58
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	159.0507

Minimum	141
Maximum	198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	141
5-th percentile	141
Q1	145
median	153
Q3	162
95-th percentile	198
Maximum	198
Range	57
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	19.33114426
Coefficient of variation (CV)	0.1215407682
Kurtosis	0.07735687667
Mean	159.0507
Median Absolute Deviation (MAD)	9
Skewness	1.219764791
Sum	4021756
Variance	373.6931383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198	4358	17.2%
141	3631	14.4%
162	2118	8.4%
159	1633	6.5%
151	1494	5.9%
144	1096	4.3%
142	944	3.7%
145	912	3.6%
146	708	2.8%
148	685	2.7%
Other values (48)	7707	30.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
141	3631	14.4%
142	944	3.7%
143	536	2.1%
144	1096	4.3%
145	912	3.6%
146	708	2.8%
147	644	2.5%
148	685	2.7%
149	667	2.6%
150	640	2.5%

Value	Count	Frequency (%)
198	4358	17.2%
197	14	0.1%
196	10	< 0.1%
195	9	< 0.1%
194	11	< 0.1%
193	8	< 0.1%
192	14	0.1%
191	7	< 0.1%
190	13	0.1%
189	7	< 0.1%

X1_CommandVelocity
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1650
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.4891507783

Minimum	-17.9
Maximum	12
Zeros	11413
Zeros (%)	45.1%
Negative	7647
Negative (%)	30.2%
Memory size	197.7 KiB

Quantile statistics

Minimum	-17.9
5-th percentile	-6
Q1	-2.05
median	0
Q3	0
95-th percentile	6
Maximum	12
Range	29.9
Interquartile range (IQR)	2.05

Descriptive statistics

Standard deviation	4.53629514
Coefficient of variation (CV)	-9.273817688
Kurtosis	5.610488364
Mean	-0.4891507783
Median Absolute Deviation (MAD)	1.15
Skewness	-1.267098625
Sum	-12368.66658
Variance	20.57797359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11413	45.1%
-3	2551	10.1%
3	2249	8.9%
-6	868	3.4%
6	768	3.0%
-17.9	679	2.7%
12	585	2.3%
-12	105	0.4%
-15	84	0.3%
-2.99	62	0.2%
Other values (1640)	5922	23.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.9	679	2.7%
-17.8	1	< 0.1%
-17.7	5	< 0.1%
-17.6	1	< 0.1%
-17.5	5	< 0.1%
-17.3	2	< 0.1%
-17.2	3	< 0.1%
-16.9	2	< 0.1%
-16.5	2	< 0.1%
-16.4	2	< 0.1%

Value	Count	Frequency (%)
12	585	2.3%
11.9	4	< 0.1%
11.8	3	< 0.1%
11.7	1	< 0.1%
11.6	5	< 0.1%
11.5	1	< 0.1%
11.3	4	< 0.1%
11.2	1	< 0.1%
11.1	2	< 0.1%
11	3	< 0.1%

X1_CommandAcceleration
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1889
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.4176131467

Minimum	-53.50675
Maximum	13.409
Zeros	18490
Zeros (%)	73.1%
Negative	3051
Negative (%)	12.1%
Memory size	197.7 KiB

Quantile statistics

Minimum	-53.50675
5-th percentile	-2.6875
Q1	0
median	0
Q3	0
95-th percentile	3.26
Maximum	13.409
Range	66.91575
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.542905094
Coefficient of variation (CV)	-15.66738295
Kurtosis	47.47198424
Mean	-0.4176131467
Median Absolute Deviation (MAD)	0
Skewness	-6.137413787
Sum	-10559.76603
Variance	42.80960706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18490	73.1%
13.409	506	2.0%
-53.50675	253	1.0%
-9.54 × 10^-5	132	0.5%
9.54 × 10^-5	114	0.5%
0.000191	52	0.2%
-0.000191	40	0.2%
-2.26	30	0.1%
-3.43	29	0.1%
2.26	29	0.1%
Other values (1879)	5611	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-53.50675	253	1.0%
-53.5	1	< 0.1%
-53.4	2	< 0.1%
-53.2	1	< 0.1%
-53.1	2	< 0.1%
-53	1	< 0.1%
-52.7	1	< 0.1%
-52.5	1	< 0.1%
-52.1	1	< 0.1%
-51.4	1	< 0.1%

Value	Count	Frequency (%)
13.409	506	2.0%
13.4	1	< 0.1%
13.3	5	< 0.1%
13.2	4	< 0.1%
13.1	1	< 0.1%
13	4	< 0.1%
12.9	5	< 0.1%
12.8	3	< 0.1%
12.7	4	< 0.1%
12.6	5	< 0.1%

X1_CurrentFeedback
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1979
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.499259302

Minimum	-8.07
Maximum	6.9309
Zeros	0
Zeros (%)	0.0%
Negative	14249
Negative (%)	56.4%
Memory size	197.7 KiB

Quantile statistics

Minimum	-8.07
5-th percentile	-6.32
Q1	-3.93
median	-0.666
Q3	3.14
95-th percentile	6
Maximum	6.9309
Range	15.0009
Interquartile range (IQR)	7.07

Descriptive statistics

Standard deviation	4.024872216
Coefficient of variation (CV)	-8.061686982
Kurtosis	-1.110784872
Mean	-0.499259302
Median Absolute Deviation (MAD)	3.466
Skewness	0.1487683527
Sum	-12624.27071
Variance	16.19959635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.9309	506	2.0%
-1.1	285	1.1%
-8.07	254	1.0%
-0.3	236	0.9%
-0.939	154	0.6%
-0.619	148	0.6%
-1.26	146	0.6%
-2.79	138	0.5%
-2.24	136	0.5%
-3.34	128	0.5%
Other values (1969)	23155	91.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8.07	254	1.0%
-8.04	3	< 0.1%
-8.03	4	< 0.1%
-8.02	2	< 0.1%
-8.01	2	< 0.1%
-8	1	< 0.1%
-7.99	4	< 0.1%
-7.98	2	< 0.1%
-7.97	7	< 0.1%
-7.96	1	< 0.1%

Value	Count	Frequency (%)
6.9309	506	2.0%
6.93	2	< 0.1%
6.92	4	< 0.1%
6.91	6	< 0.1%
6.9	6	< 0.1%
6.89	3	< 0.1%
6.88	10	< 0.1%
6.87	4	< 0.1%
6.86	2	< 0.1%
6.85	5	< 0.1%

X1_DCBusVoltage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	899
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06514739387

Minimum	2.78 × 10^-19
Maximum	0.136
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	2.78 × 10^-19
5-th percentile	2.79 × 10^-19
Q1	0.0415
median	0.0668
Q3	0.0913
95-th percentile	0.117
Maximum	0.136
Range	0.136
Interquartile range (IQR)	0.0498

Descriptive statistics

Standard deviation	0.03384449915
Coefficient of variation (CV)	0.5195065703
Kurtosis	-0.7191843205
Mean	0.06514739387
Median Absolute Deviation (MAD)	0.0248
Skewness	-0.1008797805
Sum	1647.317001
Variance	0.001145450123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.79 × 10^-19	770	3.0%
2.78 × 10^-19	709	2.8%
0.136	516	2.0%
0.101	259	1.0%
0.102	251	1.0%
0.104	235	0.9%
0.105	203	0.8%
0.103	198	0.8%
0.107	191	0.8%
0.106	190	0.8%
Other values (889)	21764	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.78 × 10^-19	709	2.8%
2.79 × 10^-19	770	3.0%
1.43 × 10^-6	1	< 0.1%
0.0129	1	< 0.1%
0.0138	1	< 0.1%
0.0142	3	< 0.1%
0.0144	2	< 0.1%
0.0145	2	< 0.1%
0.0146	2	< 0.1%
0.0147	2	< 0.1%

Value	Count	Frequency (%)
0.136	516	2.0%
0.135	24	0.1%
0.134	28	0.1%
0.133	27	0.1%
0.132	30	0.1%
0.131	29	0.1%
0.13	38	0.2%
0.129	31	0.1%
0.128	40	0.2%
0.127	33	0.1%

X1_OutputCurrent
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	326.9470458

Minimum	323
Maximum	330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	323
5-th percentile	324
Q1	326
median	327
Q3	327
95-th percentile	330
Maximum	330
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.447903496
Coefficient of variation (CV)	0.004428556595
Kurtosis	0.6533339751
Mean	326.9470458
Median Absolute Deviation (MAD)	0
Skewness	0.004062296581
Sum	8267183
Variance	2.096424533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
327	13521	53.5%
326	2874	11.4%
328	2015	8.0%
330	2000	7.9%
325	1796	7.1%
324	1482	5.9%
329	1325	5.2%
323	273	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
323	273	1.1%
324	1482	5.9%
325	1796	7.1%
326	2874	11.4%
327	13521	53.5%
328	2015	8.0%
329	1325	5.2%
330	2000	7.9%

Value	Count	Frequency (%)
330	2000	7.9%
329	1325	5.2%
328	2015	8.0%
327	13521	53.5%
326	2874	11.4%
325	1796	7.1%
324	1482	5.9%
323	273	1.1%

X1_OutputVoltage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1716
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.826651811

Minimum	0
Maximum	31.5
Zeros	1480
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.59
median	7.14
Q3	10.2
95-th percentile	24.8
Maximum	31.5
Range	31.5
Interquartile range (IQR)	7.61

Descriptive statistics

Standard deviation	6.851879094
Coefficient of variation (CV)	0.8754546975
Kurtosis	3.276320414
Mean	7.826651811
Median Absolute Deviation (MAD)	3.78
Skewness	1.659808351
Sum	197904.7177
Variance	46.94824711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1480	5.9%
31.5	511	2.0%
10.2	233	0.9%
10.3	221	0.9%
10.1	217	0.9%
10.4	210	0.8%
10.5	210	0.8%
10.6	162	0.6%
10.8	161	0.6%
10.7	147	0.6%
Other values (1706)	21734	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1480	5.9%
0.0214	1	< 0.1%
0.0367	1	< 0.1%
0.0622	1	< 0.1%
0.0665	1	< 0.1%
0.0727	1	< 0.1%
0.0763	1	< 0.1%
0.0802	1	< 0.1%
0.0882	1	< 0.1%
0.0905	1	< 0.1%

Value	Count	Frequency (%)
31.5	511	2.0%
31.4	15	0.1%
31.3	11	< 0.1%
31.2	11	< 0.1%
31.1	19	0.1%
31	20	0.1%
30.9	17	0.1%
30.8	16	0.1%
30.7	14	0.1%
30.6	10	< 0.1%

X1_OutputPower
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	4446
Distinct (%)	17.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005482195522

Minimum	-3.54 × 10^-5
Maximum	0.00501
Zeros	2153
Zeros (%)	8.5%
Negative	4900
Negative (%)	19.4%
Memory size	197.7 KiB

Quantile statistics

Minimum	-3.54 × 10^-5
5-th percentile	-2.1375 × 10^-5
Q1	0
median	0.000174
Q3	0.000585
95-th percentile	0.0032275
Maximum	0.00501
Range	0.0050454
Interquartile range (IQR)	0.000585

Descriptive statistics

Standard deviation	0.001039271569
Coefficient of variation (CV)	1.895721458
Kurtosis	9.421809872
Mean	0.0005482195522
Median Absolute Deviation (MAD)	0.0001895
Skewness	3.090292073
Sum	13.8622796
Variance	1.080085393 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2153	8.5%
0.00501	509	2.0%
-3.54 × 10^-5	260	1.0%
-2.51 × 10^-6	106	0.4%
0.00112	58	0.2%
0.0011	58	0.2%
0.00118	57	0.2%
0.00103	54	0.2%
0.00117	52	0.2%
0.0012	51	0.2%
Other values (4436)	21928	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.54 × 10^-5	260	1.0%
-3.53 × 10^-5	3	< 0.1%
-3.52 × 10^-5	3	< 0.1%
-3.51 × 10^-5	5	< 0.1%
-3.5 × 10^-5	5	< 0.1%
-3.49 × 10^-5	2	< 0.1%
-3.48 × 10^-5	6	< 0.1%
-3.47 × 10^-5	3	< 0.1%
-3.46 × 10^-5	2	< 0.1%
-3.45 × 10^-5	3	< 0.1%

Value	Count	Frequency (%)
0.00501	509	2.0%
0.005	7	< 0.1%
0.00499	5	< 0.1%
0.00498	9	< 0.1%
0.00497	2	< 0.1%
0.00496	1	< 0.1%
0.00495	3	< 0.1%
0.00494	7	< 0.1%
0.00493	5	< 0.1%
0.00492	11	< 0.1%

Y1_ActualPosition
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	335
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.23006407

Minimum	72.4
Maximum	158
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	72.4
5-th percentile	72.4
Q1	77.5
median	90
Q3	105
95-th percentile	158
Maximum	158
Range	85.6
Interquartile range (IQR)	27.5

Descriptive statistics

Standard deviation	29.2448804
Coefficient of variation (CV)	0.2947179434
Kurtosis	0.03237179815
Mean	99.23006407
Median Absolute Deviation (MAD)	13.3
Skewness	1.199451273
Sum	2509131.4
Variance	855.2630297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
158	4345	17.2%
77.8	2247	8.9%
105	1853	7.3%
72.4	1513	6.0%
73	1430	5.7%
103	1285	5.1%
89.5	1164	4.6%
91.6	1129	4.5%
74.5	857	3.4%
102	435	1.7%
Other values (325)	9028	35.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
72.4	1513	6.0%
72.5	55	0.2%
72.6	42	0.2%
72.7	39	0.2%
72.8	28	0.1%
72.9	29	0.1%
73	1430	5.7%
73.1	73	0.3%
73.2	64	0.3%
73.3	49	0.2%

Value	Count	Frequency (%)
158	4345	17.2%
157	9	< 0.1%
156	7	< 0.1%
155	2	< 0.1%
154	8	< 0.1%
153	9	< 0.1%
152	3	< 0.1%
151	7	< 0.1%
150	8	< 0.1%
149	2	< 0.1%

Y1_ActualVelocity
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	692
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.6417976034

Minimum	-32.3
Maximum	7.2018
Zeros	4987
Zeros (%)	19.7%
Negative	10093
Negative (%)	39.9%
Memory size	197.7 KiB

Quantile statistics

Minimum	-32.3
5-th percentile	-5.9
Q1	-0.075
median	0
Q3	0.1
95-th percentile	4.95
Maximum	7.2018
Range	39.5018
Interquartile range (IQR)	0.175

Descriptive statistics

Standard deviation	5.25396804
Coefficient of variation (CV)	-8.186331659
Kurtosis	21.89710987
Mean	-0.6417976034
Median Absolute Deviation (MAD)	0.075
Skewness	-4.204211272
Sum	-16228.4942
Variance	27.60418016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4987	19.7%
-0.025	2234	8.8%
0.025	2070	8.2%
-0.05	1212	4.8%
0.05	1161	4.6%
0.075	601	2.4%
-0.075	558	2.2%
7.2018	506	2.0%
-0.1	495	2.0%
0.1	468	1.9%
Other values (682)	10994	43.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-32.3	319	1.3%
-32.2	60	0.2%
-32.1	30	0.1%
-32	24	0.1%
-31.9	2	< 0.1%
-31.8	1	< 0.1%
-30.9	1	< 0.1%
-30.1	2	< 0.1%
-27	1	< 0.1%
-25.3	1	< 0.1%

Value	Count	Frequency (%)
7.2018	506	2.0%
7.2	1	< 0.1%
7.18	1	< 0.1%
7	1	< 0.1%
6.95	1	< 0.1%
6.93	1	< 0.1%
6.8	1	< 0.1%
6.72	1	< 0.1%
6.65	2	< 0.1%
6.63	2	< 0.1%

Y1_ActualAcceleration
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	41
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.2416574389

Minimum	-150
Maximum	100
Zeros	4571
Zeros (%)	18.1%
Negative	10374
Negative (%)	41.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	-150
5-th percentile	-56.3
Q1	-18.8
median	0
Q3	18.8
95-th percentile	62.5
Maximum	100
Range	250
Interquartile range (IQR)	37.6

Descriptive statistics

Standard deviation	36.90411764
Coefficient of variation (CV)	-152.7125248
Kurtosis	3.116705889
Mean	-0.2416574389
Median Absolute Deviation (MAD)	18.8
Skewness	-0.4672082325
Sum	-6110.55
Variance	1361.913898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	4571	18.1%
6.25	2041	8.1%
-12.5	2030	8.0%
-6.25	1960	7.8%
12.5	1854	7.3%
18.8	1346	5.3%
-18.8	1288	5.1%
-25	1180	4.7%
25	1025	4.1%
-31.3	840	3.3%
Other values (31)	7151	28.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-150	265	1.0%
-144	14	0.1%
-138	15	0.1%
-131	19	0.1%
-125	18	0.1%
-119	15	0.1%
-113	24	0.1%
-106	22	0.1%
-100	25	0.1%
-93.7	37	0.1%

Value	Count	Frequency (%)
100	519	2.1%
93.7	52	0.2%
87.5	55	0.2%
81.2	60	0.2%
75	163	0.6%
68.7	236	0.9%
62.5	296	1.2%
56.3	298	1.2%
50	440	1.7%
43.8	525	2.1%

Y1_CommandPosition
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	335
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.22627145

Minimum	72.4
Maximum	158
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	72.4
5-th percentile	72.4
Q1	77.5
median	90
Q3	105
95-th percentile	158
Maximum	158
Range	85.6
Interquartile range (IQR)	27.5

Descriptive statistics

Standard deviation	29.24280218
Coefficient of variation (CV)	0.2947082637
Kurtosis	0.03318740881
Mean	99.22627145
Median Absolute Deviation (MAD)	13.3
Skewness	1.199722284
Sum	2509035.5
Variance	855.1414791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
158	4344	17.2%
77.8	2246	8.9%
105	1851	7.3%
72.4	1512	6.0%
73	1430	5.7%
103	1285	5.1%
89.5	1168	4.6%
91.6	1122	4.4%
74.5	853	3.4%
102	433	1.7%
Other values (325)	9042	35.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
72.4	1512	6.0%
72.5	55	0.2%
72.6	42	0.2%
72.7	40	0.2%
72.8	29	0.1%
72.9	27	0.1%
73	1430	5.7%
73.1	76	0.3%
73.2	62	0.2%
73.3	52	0.2%

Value	Count	Frequency (%)
158	4344	17.2%
157	9	< 0.1%
156	8	< 0.1%
155	2	< 0.1%
154	6	< 0.1%
153	10	< 0.1%
152	4	< 0.1%
151	4	< 0.1%
150	8	< 0.1%
149	5	< 0.1%

Y1_CommandVelocity
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1655
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.6226088918

Minimum	-32.4
Maximum	7.7027
Zeros	14647
Zeros (%)	57.9%
Negative	5179
Negative (%)	20.5%
Memory size	197.7 KiB

Quantile statistics

Minimum	-32.4
5-th percentile	-6
Q1	0
median	0
Q3	0
95-th percentile	5.145
Maximum	7.7027
Range	40.1027
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.27903344
Coefficient of variation (CV)	-8.478891822
Kurtosis	21.87893863
Mean	-0.6226088918
Median Absolute Deviation (MAD)	0
Skewness	-4.176726445
Sum	-15743.28844
Variance	27.86819407
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14647	57.9%
3	1291	5.1%
-3	1279	5.1%
7.7027	506	2.0%
6	452	1.8%
-6	424	1.7%
-32.4	387	1.5%
-20	82	0.3%
2.99	56	0.2%
-12	52	0.2%
Other values (1645)	6110	24.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-32.4	387	1.5%
-32.3	50	0.2%
-32.1	1	< 0.1%
-29.8	1	< 0.1%
-28.5	1	< 0.1%
-25.9	1	< 0.1%
-24.6	1	< 0.1%
-22.4	50	0.2%
-22.1	2	< 0.1%
-21.8	1	< 0.1%

Value	Count	Frequency (%)
7.7027	506	2.0%
7.7	3	< 0.1%
7.51	1	< 0.1%
7.41	1	< 0.1%
7.26	1	< 0.1%
7.18	1	< 0.1%
7.17	1	< 0.1%
7.13	1	< 0.1%
7.12	1	< 0.1%
7.07	1	< 0.1%

Y1_CommandAcceleration
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1853
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.4418407981

Minimum	-58.1135
Maximum	15.1
Zeros	18407
Zeros (%)	72.8%
Negative	3076
Negative (%)	12.2%
Memory size	197.7 KiB

Quantile statistics

Minimum	-58.1135
5-th percentile	-2.78
Q1	0
median	0
Q3	0
95-th percentile	3.37
Maximum	15.1
Range	73.2135
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.200316834
Coefficient of variation (CV)	-16.29617922
Kurtosis	46.03124476
Mean	-0.4418407981
Median Absolute Deviation (MAD)	0
Skewness	-6.024634294
Sum	-11172.38642
Variance	51.84456251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18407	72.8%
15.1	507	2.0%
-58.1135	253	1.0%
-9.54 × 10^-5	132	0.5%
9.54 × 10^-5	127	0.5%
-0.000191	46	0.2%
-2.26	40	0.2%
0.000191	39	0.2%
2.26	39	0.2%
2.27	37	0.1%
Other values (1843)	5659	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-58.1135	253	1.0%
-58.1	1	< 0.1%
-58	1	< 0.1%
-56.6	1	< 0.1%
-56.5	2	< 0.1%
-56.3	1	< 0.1%
-55.6	1	< 0.1%
-55.3	1	< 0.1%
-54.9	1	< 0.1%
-54.8	2	< 0.1%

Value	Count	Frequency (%)
15.1	507	2.0%
15	2	< 0.1%
14.6	2	< 0.1%
14.4	2	< 0.1%
14.3	1	< 0.1%
14.1	3	< 0.1%
13.7	12	< 0.1%
13.6	10	< 0.1%
13.5	4	< 0.1%
13.4	10	< 0.1%

Y1_CurrentFeedback
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2748
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0866307416

Minimum	-10.4
Maximum	8.2209
Zeros	0
Zeros (%)	0.0%
Negative	12011
Negative (%)	47.5%
Memory size	197.7 KiB

Quantile statistics

Minimum	-10.4
5-th percentile	-7.57
Q1	-3.09
median	0.146
Q3	2.9
95-th percentile	6.8
Maximum	8.2209
Range	18.6209
Interquartile range (IQR)	5.99

Descriptive statistics

Standard deviation	4.275364035
Coefficient of variation (CV)	-49.3515807
Kurtosis	-0.4729860479
Mean	-0.0866307416
Median Absolute Deviation (MAD)	3.014
Skewness	-0.1897100155
Sum	-2190.544932
Variance	18.27873763
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.2209	506	2.0%
-10.4	267	1.1%
-1.33	136	0.5%
-1.06	117	0.5%
0.714	106	0.4%
1.15	106	0.4%
1.01	106	0.4%
1.39	102	0.4%
1.46	93	0.4%
0.38	91	0.4%
Other values (2738)	23656	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-10.4	267	1.1%
-10.3	13	0.1%
-10.2	12	< 0.1%
-10.1	15	0.1%
-10	5	< 0.1%
-9.99	4	< 0.1%
-9.98	1	< 0.1%
-9.96	3	< 0.1%
-9.94	1	< 0.1%
-9.93	1	< 0.1%

Value	Count	Frequency (%)
8.2209	506	2.0%
8.22	1	< 0.1%
8.21	3	< 0.1%
8.2	7	< 0.1%
8.19	5	< 0.1%
8.18	9	< 0.1%
8.17	4	< 0.1%
8.16	3	< 0.1%
8.15	4	< 0.1%
8.14	3	< 0.1%

Y1_DCBusVoltage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	963
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06328877248

Minimum	2.68 × 10^-19
Maximum	0.176
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	2.68 × 10^-19
5-th percentile	2.78 × 10^-19
Q1	0.0219
median	0.0578
Q3	0.095575
95-th percentile	0.147
Maximum	0.176
Range	0.176
Interquartile range (IQR)	0.073675

Descriptive statistics

Standard deviation	0.04540659954
Coefficient of variation (CV)	0.7174511016
Kurtosis	-0.6160031904
Mean	0.06328877248
Median Absolute Deviation (MAD)	0.0364
Skewness	0.5570569687
Sum	1600.319901
Variance	0.002061759282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.68 × 10^-19	770	3.0%
0.176	510	2.0%
2.69 × 10^-19	385	1.5%
2.78 × 10^-19	324	1.3%
0.0181	188	0.7%
0.0159	169	0.7%
0.101	160	0.6%
0.102	145	0.6%
0.106	132	0.5%
0.108	130	0.5%
Other values (953)	22373	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.68 × 10^-19	770	3.0%
2.69 × 10^-19	385	1.5%
2.78 × 10^-19	324	1.3%
1.01 × 10^-6	1	< 0.1%
0.0108	1	< 0.1%
0.0114	1	< 0.1%
0.0117	1	< 0.1%
0.0118	1	< 0.1%
0.012	2	< 0.1%
0.0123	2	< 0.1%

Value	Count	Frequency (%)
0.176	510	2.0%
0.175	18	0.1%
0.174	15	0.1%
0.173	8	< 0.1%
0.172	13	0.1%
0.171	19	0.1%
0.17	18	0.1%
0.169	16	0.1%
0.168	14	0.1%
0.167	17	0.1%

Y1_OutputCurrent
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	325.8617812

Minimum	322
Maximum	332
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	322
5-th percentile	323
Q1	325
median	326
Q3	326
95-th percentile	329
Maximum	332
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.790952647
Coefficient of variation (CV)	0.005496050014
Kurtosis	2.659465981
Mean	325.8617812
Median Absolute Deviation (MAD)	1
Skewness	1.080605349
Sum	8239741
Variance	3.207511385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
326	10790	42.7%
325	5897	23.3%
324	1845	7.3%
328	1791	7.1%
323	1726	6.8%
329	1233	4.9%
327	859	3.4%
332	764	3.0%
322	373	1.5%
331	6	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
322	373	1.5%
323	1726	6.8%
324	1845	7.3%
325	5897	23.3%
326	10790	42.7%
327	859	3.4%
328	1791	7.1%
329	1233	4.9%
330	2	< 0.1%
331	6	< 0.1%

Value	Count	Frequency (%)
332	764	3.0%
331	6	< 0.1%
330	2	< 0.1%
329	1233	4.9%
328	1791	7.1%
327	859	3.4%
326	10790	42.7%
325	5897	23.3%
324	1845	7.3%
323	1726	6.8%

Y1_OutputVoltage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1945
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.78561657

Minimum	0
Maximum	36.809
Zeros	1480
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.81
median	4.93
Q3	9.61
95-th percentile	20.5
Maximum	36.809
Range	36.809
Interquartile range (IQR)	7.8

Descriptive statistics

Standard deviation	7.214526083
Coefficient of variation (CV)	1.063208628
Kurtosis	6.235204167
Mean	6.78561657
Median Absolute Deviation (MAD)	3.56
Skewness	2.262556453
Sum	171581.1006
Variance	52.0493866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1480	5.9%
36.809	506	2.0%
10.3	166	0.7%
10.1	147	0.6%
10.4	147	0.6%
10.2	144	0.6%
10.5	140	0.6%
10.7	139	0.5%
2.43	137	0.5%
2.62	134	0.5%
Other values (1935)	22146	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1480	5.9%
0.0101	1	< 0.1%
0.0389	1	< 0.1%
0.0471	1	< 0.1%
0.0518	1	< 0.1%
0.0524	1	< 0.1%
0.0614	1	< 0.1%
0.0687	1	< 0.1%
0.0691	1	< 0.1%
0.0692	1	< 0.1%

Value	Count	Frequency (%)
36.809	506	2.0%
36.8	3	< 0.1%
36.7	2	< 0.1%
36.6	1	< 0.1%
36.5	3	< 0.1%
36.4	1	< 0.1%
36.3	1	< 0.1%
36.2	5	< 0.1%
36	4	< 0.1%
35.9	7	< 0.1%

Y1_OutputPower
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	5413
Distinct (%)	21.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005643621387

Minimum	-3.97 × 10^-5
Maximum	0.0093909
Zeros	3697
Zeros (%)	14.6%
Negative	5570
Negative (%)	22.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	-3.97 × 10^-5
5-th percentile	-1.33 × 10^-5
Q1	0
median	4.43 × 10^-6
Q3	0.000506
95-th percentile	0.00234
Maximum	0.0093909
Range	0.0094306
Interquartile range (IQR)	0.000506

Descriptive statistics

Standard deviation	0.001573672203
Coefficient of variation (CV)	2.788408533
Kurtosis	20.52501191
Mean	0.0005643621387
Median Absolute Deviation (MAD)	1.643 × 10^-5
Skewness	4.465413438
Sum	14.27046104
Variance	2.476444203 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3697	14.6%
0.0093909	506	2.0%
-3.97 × 10^-5	254	1.0%
-8.42 × 10^-7	113	0.4%
5.71 × 10^-7	109	0.4%
0.00101	31	0.1%
0.00121	26	0.1%
0.00112	26	0.1%
0.00115	25	0.1%
0.00118	24	0.1%
Other values (5403)	20475	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.97 × 10^-5	254	1.0%
-3.96 × 10^-5	1	< 0.1%
-3.95 × 10^-5	4	< 0.1%
-3.94 × 10^-5	1	< 0.1%
-3.93 × 10^-5	1	< 0.1%
-3.92 × 10^-5	1	< 0.1%
-3.91 × 10^-5	3	< 0.1%
-3.9 × 10^-5	1	< 0.1%
-3.89 × 10^-5	5	< 0.1%
-3.88 × 10^-5	3	< 0.1%

Value	Count	Frequency (%)
0.0093909	506	2.0%
0.00939	1	< 0.1%
0.0093	2	< 0.1%
0.00926	1	< 0.1%
0.00922	1	< 0.1%
0.00917	1	< 0.1%
0.00913	1	< 0.1%
0.00907	1	< 0.1%
0.00906	1	< 0.1%
0.00899	1	< 0.1%

Z1_ActualPosition
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	474
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.78063751

Minimum	27.5
Maximum	119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	27.5
5-th percentile	27.5
Q1	28.5
median	29.5
Q3	55.5
95-th percentile	119
Maximum	119
Range	91.5
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	34.25564967
Coefficient of variation (CV)	0.716935802
Kurtosis	0.3800751201
Mean	47.78063751
Median Absolute Deviation (MAD)	1.8
Skewness	1.477857175
Sum	1208181.2
Variance	1173.449535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
119	4397	17.4%
29.7	3149	12.5%
28.7	3036	12.0%
27.7	2977	11.8%
29.5	2852	11.3%
27.5	2631	10.4%
28.5	2629	10.4%
55.7	1377	5.4%
55.5	541	2.1%
54.7	40	0.2%
Other values (464)	1657	6.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.5	2631	10.4%
27.6	3	< 0.1%
27.7	2977	11.8%
27.8	6	< 0.1%
27.9	4	< 0.1%
28	2	< 0.1%
28.1	4	< 0.1%
28.2	2	< 0.1%
28.3	4	< 0.1%
28.4	2	< 0.1%

Value	Count	Frequency (%)
119	4397	17.4%
118	9	< 0.1%
117	8	< 0.1%
116	2	< 0.1%
115	8	< 0.1%
114	8	< 0.1%
113	2	< 0.1%
112	5	< 0.1%
111	9	< 0.1%
110	5	< 0.1%

Z1_ActualVelocity
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	159
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.8640401803

Minimum	-33.7
Maximum	0.05
Zeros	13878
Zeros (%)	54.9%
Negative	6208
Negative (%)	24.6%
Memory size	197.7 KiB

Quantile statistics

Minimum	-33.7
5-th percentile	-0.125
Q1	0
median	0
Q3	0
95-th percentile	0.025
Maximum	0.05
Range	33.75
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.956594005
Coefficient of variation (CV)	-5.736531839
Kurtosis	37.69805749
Mean	-0.8640401803
Median Absolute Deviation (MAD)	0
Skewness	-6.22662173
Sum	-21848.12
Variance	24.56782413
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13878	54.9%
-0.025	4643	18.4%
0.025	4625	18.3%
0.05	575	2.3%
-33.7	301	1.2%
-0.05	274	1.1%
-33.6	115	0.5%
-33.5	99	0.4%
-2.9	35	0.1%
-2.92	34	0.1%
Other values (149)	707	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-33.7	301	1.2%
-33.6	115	0.5%
-33.5	99	0.4%
-33.4	8	< 0.1%
-33.3	1	< 0.1%
-32.8	1	< 0.1%
-32.5	1	< 0.1%
-32.3	2	< 0.1%
-31	1	< 0.1%
-30.9	1	< 0.1%

Value	Count	Frequency (%)
0.05	575	2.3%
0.025	4625	18.3%
0	13878	54.9%
-0.025	4643	18.4%
-0.05	274	1.1%
-0.075	18	0.1%
-0.1	6	< 0.1%
-0.125	3	< 0.1%
-0.15	1	< 0.1%
-0.2	1	< 0.1%

Z1_ActualAcceleration
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.3635766827

Minimum	-43.8
Maximum	25
Zeros	10935
Zeros (%)	43.2%
Negative	7329
Negative (%)	29.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	-43.8
5-th percentile	-12.5
Q1	-6.25
median	0
Q3	6.25
95-th percentile	12.5
Maximum	25
Range	68.8
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	10.1587117
Coefficient of variation (CV)	-27.94104292
Kurtosis	3.356944799
Mean	-0.3635766827
Median Absolute Deviation (MAD)	6.25
Skewness	-0.7590533877
Sum	-9193.4
Variance	103.1994233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	10935	43.2%
-6.25	3314	13.1%
12.5	3128	12.4%
-12.5	3059	12.1%
6.25	3020	11.9%
25	573	2.3%
-18.8	330	1.3%
18.8	301	1.2%
-43.8	271	1.1%
-25	221	0.9%
Other values (2)	134	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-43.8	271	1.1%
-37.5	66	0.3%
-31.3	68	0.3%
-25	221	0.9%
-18.8	330	1.3%
-12.5	3059	12.1%
-6.25	3314	13.1%
0	10935	43.2%
6.25	3020	11.9%
12.5	3128	12.4%

Value	Count	Frequency (%)
25	573	2.3%
18.8	301	1.2%
12.5	3128	12.4%
6.25	3020	11.9%
0	10935	43.2%
-6.25	3314	13.1%
-12.5	3059	12.1%
-18.8	330	1.3%
-25	221	0.9%
-31.3	68	0.3%

Z1_CommandPosition
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	484
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.77803132

Minimum	27.5
Maximum	119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	27.5
5-th percentile	27.5
Q1	28.5
median	29.5
Q3	55.5
95-th percentile	119
Maximum	119
Range	91.5
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	34.25251746
Coefficient of variation (CV)	0.7169093516
Kurtosis	0.3809266356
Mean	47.77803132
Median Absolute Deviation (MAD)	1.8
Skewness	1.478096151
Sum	1208115.3
Variance	1173.234952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
119	4397	17.4%
29.7	3148	12.4%
28.7	3034	12.0%
27.7	2980	11.8%
29.5	2852	11.3%
27.5	2632	10.4%
28.5	2629	10.4%
55.7	1378	5.4%
55.5	539	2.1%
30.7	43	0.2%
Other values (474)	1654	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.5	2632	10.4%
27.6	1	< 0.1%
27.7	2980	11.8%
27.8	5	< 0.1%
27.9	2	< 0.1%
28	5	< 0.1%
28.1	1	< 0.1%
28.2	3	< 0.1%
28.3	5	< 0.1%
28.4	3	< 0.1%

Value	Count	Frequency (%)
119	4397	17.4%
118	7	< 0.1%
117	9	< 0.1%
116	2	< 0.1%
115	6	< 0.1%
114	8	< 0.1%
113	6	< 0.1%
112	3	< 0.1%
111	8	< 0.1%
110	7	< 0.1%

Z1_CommandVelocity
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	44
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.863270189

Minimum	-33.7
Maximum	0
Zeros	24031
Zeros (%)	95.0%
Negative	1255
Negative (%)	5.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	-33.7
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	33.7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.956576434
Coefficient of variation (CV)	-5.741628168
Kurtosis	37.78133772
Mean	-0.863270189
Median Absolute Deviation (MAD)	0
Skewness	-6.234334757
Sum	-21828.65
Variance	24.56764995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	24031	95.0%
-3	457	1.8%
-33.7	267	1.1%
-33.6	258	1.0%
-6	154	0.6%
-20	35	0.1%
-12	21	0.1%
-15	15	0.1%
-0.5	4	< 0.1%
-30	4	< 0.1%
Other values (34)	40	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-33.7	267	1.1%
-33.6	258	1.0%
-33.3	1	< 0.1%
-32	1	< 0.1%
-31	1	< 0.1%
-30	4	< 0.1%
-29.6	1	< 0.1%
-28	1	< 0.1%
-27	1	< 0.1%
-26	1	< 0.1%

Value	Count	Frequency (%)
0	24031	95.0%
-0.5	4	< 0.1%
-1.88	3	< 0.1%
-2	1	< 0.1%
-2.67	1	< 0.1%
-2.78	1	< 0.1%
-3	457	1.8%
-4	1	< 0.1%
-4.03	1	< 0.1%
-4.38	1	< 0.1%

Z1_CommandAcceleration
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0.0	25286

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	75858
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	25286	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	25286	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50572	66.7%
Other Punctuation	25286	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50572	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Z1_CurrentFeedback
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0.0	25286

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	75858
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	25286	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	25286	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50572	66.7%
Other Punctuation	25286	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50572	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Z1_DCBusVoltage
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0.0	25286

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	75858
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	25286	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	25286	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50572	66.7%
Other Punctuation	25286	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50572	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Z1_OutputCurrent
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0.0	25286

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	75858
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	25286	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	25286	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50572	66.7%
Other Punctuation	25286	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50572	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Z1_OutputVoltage
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0.0	25286

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	75858
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	25286	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	25286	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50572	66.7%
Other Punctuation	25286	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50572	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	50572	66.7%
.	25286	33.3%

S1_ActualPosition
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2789
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-115.8029646

Minimum	-2100
Maximum	2110
Zeros	0
Zeros (%)	0.0%
Negative	13149
Negative (%)	52.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	-2100
5-th percentile	-2000
Q1	-1160
median	-112.5
Q3	860.75
95-th percentile	1930
Maximum	2110
Range	4210
Interquartile range (IQR)	2020.75

Descriptive statistics

Standard deviation	1211.021833
Coefficient of variation (CV)	-10.45760649
Kurtosis	-1.074841695
Mean	-115.8029646
Median Absolute Deviation (MAD)	1017.5
Skewness	0.1176981611
Sum	-2928193.762
Variance	1466573.881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1160	813	3.2%
-978	619	2.4%
339	554	2.2%
2110	542	2.1%
383	391	1.5%
905	391	1.5%
-273	375	1.5%
-2060	354	1.4%
-1510	336	1.3%
-2050	318	1.3%
Other values (2779)	20593	81.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2100	276	1.1%
-2090	40	0.2%
-2080	40	0.2%
-2070	44	0.2%
-2060	354	1.4%
-2050	318	1.3%
-2040	41	0.2%
-2030	40	0.2%
-2020	38	0.2%
-2010	40	0.2%

Value	Count	Frequency (%)
2110	542	2.1%
2100	43	0.2%
2090	41	0.2%
2080	39	0.2%
2070	42	0.2%
2060	42	0.2%
2050	39	0.2%
2040	42	0.2%
2030	41	0.2%
2020	43	0.2%

S1_ActualVelocity
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	351
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.98623468

Minimum	-0.002
Maximum	53.5
Zeros	2142
Zeros (%)	8.5%
Negative	2231
Negative (%)	8.8%
Memory size	197.7 KiB

Quantile statistics

Minimum	-0.002
5-th percentile	-0.001
Q1	0.002
median	53.3
Q3	53.4
95-th percentile	53.5
Maximum	53.5
Range	53.502
Interquartile range (IQR)	53.398

Descriptive statistics

Standard deviation	23.49112094
Coefficient of variation (CV)	0.6025491081
Kurtosis	-0.9020099894
Mean	38.98623468
Median Absolute Deviation (MAD)	0.1
Skewness	-1.041210644
Sum	985805.9302
Variance	551.8327629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.3	7749	30.6%
53.4	6515	25.8%
53.2	2519	10.0%
0	2142	8.5%
53.5	1352	5.3%
0.001	1185	4.7%
-0.001	1158	4.6%
-0.002	446	1.8%
0.00075	311	1.2%
-0.00175	304	1.2%
Other values (341)	1605	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.002	446	1.8%
-0.00175	304	1.2%
-0.0015	1	< 0.1%
-0.00125	28	0.1%
-0.001	1158	4.6%
-0.00075	281	1.1%
-0.0005	2	< 0.1%
-0.00025	11	< 0.1%
0	2142	8.5%
0.00025	16	0.1%

Value	Count	Frequency (%)
53.5	1352	5.3%
53.4	6515	25.8%
53.3	7749	30.6%
53.2	2519	10.0%
53.1	153	0.6%
53	1	< 0.1%
52.7	1	< 0.1%
52.4	2	< 0.1%
52.3	1	< 0.1%
52.2	1	< 0.1%

S1_ActualAcceleration
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1576
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04878219173

Minimum	-80.1
Maximum	66.309
Zeros	1007
Zeros (%)	4.0%
Negative	12313
Negative (%)	48.7%
Memory size	197.7 KiB

Quantile statistics

Minimum	-80.1
5-th percentile	-57.4
Q1	-15.9
median	0
Q3	17.5
95-th percentile	55.8
Maximum	66.309
Range	146.409
Interquartile range (IQR)	33.4

Descriptive statistics

Standard deviation	31.18415952
Coefficient of variation (CV)	639.2529409
Kurtosis	0.1204333212
Mean	0.04878219173
Median Absolute Deviation (MAD)	16.8
Skewness	-0.1300997357
Sum	1233.5065
Variance	972.4518051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1007	4.0%
-0.25	957	3.8%
0.25	793	3.1%
0.5	580	2.3%
-0.5	549	2.2%
66.309	506	2.0%
-80.1	254	1.0%
0.188	244	1.0%
0.75	244	1.0%
-0.75	220	0.9%
Other values (1566)	19932	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-80.1	254	1.0%
-80	3	< 0.1%
-79.9	5	< 0.1%
-79.7	2	< 0.1%
-79.6	1	< 0.1%
-79.5	2	< 0.1%
-79.3	1	< 0.1%
-79.2	3	< 0.1%
-79.1	7	< 0.1%
-79	1	< 0.1%

Value	Count	Frequency (%)
66.309	506	2.0%
66.3	4	< 0.1%
66.2	5	< 0.1%
66.1	5	< 0.1%
66	1	< 0.1%
65.9	11	< 0.1%
65.8	2	< 0.1%
65.7	6	< 0.1%
65.6	11	< 0.1%
65.5	2	< 0.1%

S1_CommandPosition
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2770
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-115.4869544

Minimum	-2100
Maximum	2110
Zeros	0
Zeros (%)	0.0%
Negative	13147
Negative (%)	52.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	-2100
5-th percentile	-2000
Q1	-1160
median	-112
Q3	861.75
95-th percentile	1930
Maximum	2110
Range	4210
Interquartile range (IQR)	2021.75

Descriptive statistics

Standard deviation	1211.060899
Coefficient of variation (CV)	-10.48656019
Kurtosis	-1.074875663
Mean	-115.4869544
Median Absolute Deviation (MAD)	1017
Skewness	0.1176830005
Sum	-2920203.13
Variance	1466668.501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1160	813	3.2%
-978	620	2.5%
339	550	2.2%
2110	544	2.2%
383	391	1.5%
905	389	1.5%
-273	373	1.5%
-2060	354	1.4%
-1510	335	1.3%
-2050	317	1.3%
Other values (2760)	20600	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2100	275	1.1%
-2090	38	0.2%
-2080	42	0.2%
-2070	44	0.2%
-2060	354	1.4%
-2050	317	1.3%
-2040	41	0.2%
-2030	40	0.2%
-2020	39	0.2%
-2010	38	0.2%

Value	Count	Frequency (%)
2110	544	2.2%
2100	42	0.2%
2090	41	0.2%
2080	42	0.2%
2070	40	0.2%
2060	43	0.2%
2050	37	0.1%
2040	42	0.2%
2030	42	0.2%
2020	42	0.2%

S1_CommandVelocity
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	75
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.65001186

Minimum	0
Maximum	53.3
Zeros	6902
Zeros (%)	27.3%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	53.3
Q3	53.3
95-th percentile	53.3
Maximum	53.3
Range	53.3
Interquartile range (IQR)	53.3

Descriptive statistics

Standard deviation	23.75808978
Coefficient of variation (CV)	0.6146981238
Kurtosis	-0.9794845415
Mean	38.65001186
Median Absolute Deviation (MAD)	0
Skewness	-1.008662462
Sum	977304.2
Variance	564.4468299
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.3	18286	72.3%
0	6902	27.3%
11.8	3	< 0.1%
32.2	3	< 0.1%
39	3	< 0.1%
28.6	2	< 0.1%
52.2	2	< 0.1%
29.8	2	< 0.1%
39.8	2	< 0.1%
49.8	2	< 0.1%
Other values (65)	79	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6902	27.3%
0.2	1	< 0.1%
1	1	< 0.1%
1.8	2	< 0.1%
2.2	2	< 0.1%
2.6	1	< 0.1%
3	1	< 0.1%
4.2	1	< 0.1%
5	1	< 0.1%
6.6	2	< 0.1%

Value	Count	Frequency (%)
53.3	18286	72.3%
53	1	< 0.1%
52.2	2	< 0.1%
51.8	2	< 0.1%
51.4	1	< 0.1%
51	1	< 0.1%
50.2	1	< 0.1%
49.8	2	< 0.1%
49.4	1	< 0.1%
48.6	2	< 0.1%

S1_CommandAcceleration
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

0.0	18335
9.54e-07	3576
-9.54e-07	3375

Length

Max length	9
Median length	3
Mean length	4.507949063
Min length	3

Characters and Unicode

Total characters	113988
Distinct characters	8
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18335	72.5%
9.54e-07	3576	14.1%
-9.54e-07	3375	13.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	18335	72.5%
9.54e-07	6951	27.5%

Most occurring characters

Value	Count	Frequency (%)
0	43621	38.3%
.	25286	22.2%
-	10326	9.1%
9	6951	6.1%
5	6951	6.1%
4	6951	6.1%
e	6951	6.1%
7	6951	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	71425	62.7%
Other Punctuation	25286	22.2%
Dash Punctuation	10326	9.1%
Lowercase Letter	6951	6.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43621	61.1%
9	6951	9.7%
5	6951	9.7%
4	6951	9.7%
7	6951	9.7%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10326	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	6951	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	107037	93.9%
Latin	6951	6.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	43621	40.8%
.	25286	23.6%
-	10326	9.6%
9	6951	6.5%
5	6951	6.5%
4	6951	6.5%
7	6951	6.5%

Latin

Value	Count	Frequency (%)
e	6951	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113988	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	43621	38.3%
.	25286	22.2%
-	10326	9.1%
9	6951	6.1%
5	6951	6.1%
4	6951	6.1%
e	6951	6.1%
7	6951	6.1%

S1_CurrentFeedback
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1121
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.09728611

Minimum	-1.8
Maximum	28
Zeros	0
Zeros (%)	0.0%
Negative	2879
Negative (%)	11.4%
Memory size	197.7 KiB

Quantile statistics

Minimum	-1.8
5-th percentile	-0.685
Q1	0.821
median	18.8
Q3	22.3
95-th percentile	26.5
Maximum	28
Range	29.8
Interquartile range (IQR)	21.479

Descriptive statistics

Standard deviation	9.781844685
Coefficient of variation (CV)	0.6479207332
Kurtosis	-1.094585371
Mean	15.09728611
Median Absolute Deviation (MAD)	4.4
Skewness	-0.6974443968
Sum	381749.9766
Variance	95.68448545
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	529	2.1%
-1.8	262	1.0%
21.2	209	0.8%
20.8	202	0.8%
21.7	201	0.8%
19	199	0.8%
20.7	198	0.8%
19.4	197	0.8%
20.5	195	0.8%
20.2	194	0.8%
Other values (1111)	22900	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.8	262	1.0%
-1.79	1	< 0.1%
-1.74	9	< 0.1%
-1.73	2	< 0.1%
-1.72	2	< 0.1%
-1.71	4	< 0.1%
-1.68	1	< 0.1%
-1.64	1	< 0.1%
-1.62	3	< 0.1%
-1.6	1	< 0.1%

Value	Count	Frequency (%)
28	529	2.1%
27.9	31	0.1%
27.8	28	0.1%
27.7	27	0.1%
27.6	47	0.2%
27.5	43	0.2%
27.4	55	0.2%
27.3	43	0.2%
27.2	45	0.2%
27.1	46	0.2%

S1_DCBusVoltage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	405
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6626324258

Minimum	0
Maximum	1.11
Zeros	770
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2.7 × 10^-19
Q1	2.79 × 10^-19
median	0.858
Q3	0.952
95-th percentile	1.07
Maximum	1.11
Range	1.11
Interquartile range (IQR)	0.952

Descriptive statistics

Standard deviation	0.4145472736
Coefficient of variation (CV)	0.6256066824
Kurtosis	-1.030501764
Mean	0.6626324258
Median Absolute Deviation (MAD)	0.116
Skewness	-0.883236803
Sum	16755.32352
Variance	0.171849442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.71 × 10^-19	1300	5.1%
2.77 × 10^-19	1201	4.7%
0	770	3.0%
2.79 × 10^-19	711	2.8%
2.7 × 10^-19	573	2.3%
2.75 × 10^-19	559	2.2%
1.11	528	2.1%
1.02	466	1.8%
2.76 × 10^-19	466	1.8%
1.01	451	1.8%
Other values (395)	18261	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	770	3.0%
2.69 × 10^-19	205	0.8%
2.7 × 10^-19	573	2.3%
2.71 × 10^-19	1300	5.1%
2.72 × 10^-19	369	1.5%
2.73 × 10^-19	284	1.1%
2.74 × 10^-19	28	0.1%
2.75 × 10^-19	559	2.2%
2.76 × 10^-19	466	1.8%
2.77 × 10^-19	1201	4.7%

Value	Count	Frequency (%)
1.11	528	2.1%
1.1	108	0.4%
1.09	169	0.7%
1.08	218	0.9%
1.07	246	1.0%
1.06	306	1.2%
1.05	336	1.3%
1.04	298	1.2%
1.03	378	1.5%
1.02	466	1.8%

S1_OutputCurrent
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	322.8068101

Minimum	315
Maximum	331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	315
5-th percentile	317
Q1	320
median	322
Q3	327
95-th percentile	330
Maximum	331
Range	16
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.211387274
Coefficient of variation (CV)	0.01304615374
Kurtosis	-0.7916209179
Mean	322.8068101
Median Absolute Deviation (MAD)	2
Skewness	0.3356164566
Sum	8162493
Variance	17.73578277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
323	3392	13.4%
321	2435	9.6%
324	2434	9.6%
322	2335	9.2%
320	2137	8.5%
319	2013	8.0%
327	1787	7.1%
330	1760	7.0%
318	1675	6.6%
329	1559	6.2%
Other values (7)	3759	14.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
315	543	2.1%
316	614	2.4%
317	1140	4.5%
318	1675	6.6%
319	2013	8.0%
320	2137	8.5%
321	2435	9.6%
322	2335	9.2%
323	3392	13.4%
324	2434	9.6%

Value	Count	Frequency (%)
331	764	3.0%
330	1760	7.0%
329	1559	6.2%
328	611	2.4%
327	1787	7.1%
326	43	0.2%
325	44	0.2%
324	2434	9.6%
323	3392	13.4%
322	2335	9.2%

S1_OutputVoltage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	117
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.46242692

Minimum	0
Maximum	122
Zeros	6876
Zeros (%)	27.2%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	117
Q3	119
95-th percentile	121
Maximum	122
Range	122
Interquartile range (IQR)	119

Descriptive statistics

Standard deviation	52.51969461
Coefficient of variation (CV)	0.6145354924
Kurtosis	-0.9777352383
Mean	85.46242692
Median Absolute Deviation (MAD)	2
Skewness	-1.006548635
Sum	2161002.927
Variance	2758.318322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6876	27.2%
118	3386	13.4%
117	3035	12.0%
119	2873	11.4%
116	2363	9.3%
120	2113	8.4%
115	1498	5.9%
121	1222	4.8%
114	717	2.8%
122	714	2.8%
Other values (107)	489	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6876	27.2%
0.381	1	< 0.1%
0.624	1	< 0.1%
0.868	1	< 0.1%
0.974	1	< 0.1%
1.02	1	< 0.1%
1.19	3	< 0.1%
1.2	1	< 0.1%
1.27	1	< 0.1%
1.28	1	< 0.1%

Value	Count	Frequency (%)
122	714	2.8%
121	1222	4.8%
120	2113	8.4%
119	2873	11.4%
118	3386	13.4%
117	3035	12.0%
116	2363	9.3%
115	1498	5.9%
114	717	2.8%
113	255	1.0%

S1_OutputPower
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1955
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1268646339

Minimum	-1.080675 × 10^-5
Maximum	0.212
Zeros	2045
Zeros (%)	8.1%
Negative	2301
Negative (%)	9.1%
Memory size	197.7 KiB

Quantile statistics

Minimum	-1.080675 × 10^-5
5-th percentile	-2.32 × 10^-6
Q1	5.3125 × 10^-6
median	0.164
Q3	0.183
95-th percentile	0.205
Maximum	0.212
Range	0.2120108068
Interquartile range (IQR)	0.1829946875

Descriptive statistics

Standard deviation	0.07953620894
Coefficient of variation (CV)	0.6269375988
Kurtosis	-1.040140021
Mean	0.1268646339
Median Absolute Deviation (MAD)	0.023
Skewness	-0.8747248731
Sum	3207.899132
Variance	0.006326008533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2045	8.1%
0.212	550	2.2%
0.173	385	1.5%
0.174	374	1.5%
0.175	369	1.5%
0.177	365	1.4%
0.183	363	1.4%
0.179	363	1.4%
0.172	359	1.4%
0.184	357	1.4%
Other values (1945)	19756	78.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.080675 × 10^-5	253	1.0%
-1.08 × 10^-5	1	< 0.1%
-1.06 × 10^-5	1	< 0.1%
-1.05 × 10^-5	1	< 0.1%
-1.04 × 10^-5	1	< 0.1%
-1.02 × 10^-5	2	< 0.1%
-1.01 × 10^-5	1	< 0.1%
-9.97 × 10^-6	1	< 0.1%
-9.91 × 10^-6	1	< 0.1%
-9.64 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.212	550	2.2%
0.211	65	0.3%
0.21	89	0.4%
0.209	85	0.3%
0.208	111	0.4%
0.207	115	0.5%
0.206	132	0.5%
0.205	128	0.5%
0.204	156	0.6%
0.203	155	0.6%

S1_SystemInertia
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

12.0	25286

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	101144
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	12.0
2nd row	12.0
3rd row	12.0
4th row	12.0
5th row	12.0

Common Values

Value	Count	Frequency (%)
12.0	25286	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
12.0	25286	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	25286	25.0%
2	25286	25.0%
.	25286	25.0%
0	25286	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75858	75.0%
Other Punctuation	25286	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	25286	33.3%
2	25286	33.3%
0	25286	33.3%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	101144	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	25286	25.0%
2	25286	25.0%
.	25286	25.0%
0	25286	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101144	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	25286	25.0%
2	25286	25.0%
.	25286	25.0%
0	25286	25.0%

M1_CURRENT_PROGRAM_NUMBER
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1.0	24581
0.0	705

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	75858
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	24581	97.2%
0.0	705	2.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1.0	24581	97.2%
0.0	705	2.8%

Most occurring characters

Value	Count	Frequency (%)
0	25991	34.3%
.	25286	33.3%
1	24581	32.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50572	66.7%
Other Punctuation	25286	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25991	51.4%
1	24581	48.6%

Other Punctuation

Value	Count	Frequency (%)
.	25286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25991	34.3%
.	25286	33.3%
1	24581	32.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25991	34.3%
.	25286	33.3%
1	24581	32.4%

M1_sequence_number
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	128
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.32650479

Minimum	0
Maximum	128
Zeros	5706
Zeros (%)	22.6%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	39
Q3	85
95-th percentile	122
Maximum	128
Range	128
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	43.79146765
Coefficient of variation (CV)	0.925305341
Kurtosis	-1.277552339
Mean	47.32650479
Median Absolute Deviation (MAD)	39
Skewness	0.3933402336
Sum	1196698
Variance	1917.692639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5706	22.6%
2	2535	10.0%
128	629	2.5%
7	419	1.7%
87	330	1.3%
22	329	1.3%
29	324	1.3%
46	322	1.3%
71	320	1.3%
81	298	1.2%
Other values (118)	14074	55.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5706	22.6%
1	5	< 0.1%
2	2535	10.0%
3	2	< 0.1%
4	3	< 0.1%
5	5	< 0.1%
6	4	< 0.1%
7	419	1.7%
8	2	< 0.1%
9	26	0.1%

Value	Count	Frequency (%)
128	629	2.5%
127	58	0.2%
126	147	0.6%
125	109	0.4%
124	186	0.7%
123	97	0.4%
122	229	0.9%
121	142	0.6%
120	191	0.8%
119	158	0.6%

M1_CURRENT_FEEDRATE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.54203907

Minimum	3
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	197.7 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	3
median	6
Q3	20
95-th percentile	50
Maximum	50
Range	47
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	19.62021937
Coefficient of variation (CV)	1.186082277
Kurtosis	-0.7865397062
Mean	16.54203907
Median Absolute Deviation (MAD)	3
Skewness	1.043191638
Sum	418282
Variance	384.9530082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	11788	46.6%
50	6253	24.7%
6	4889	19.3%
20	1426	5.6%
12	512	2.0%
15	418	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	11788	46.6%
6	4889	19.3%
12	512	2.0%
15	418	1.7%
20	1426	5.6%
50	6253	24.7%

Value	Count	Frequency (%)
50	6253	24.7%
20	1426	5.6%
15	418	1.7%
12	512	2.0%
6	4889	19.3%
3	11788	46.6%

Machining_Process
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.916356877

Minimum	0
Maximum	10
Zeros	2585
Zeros (%)	10.2%
Negative	0
Negative (%)	0.0%
Memory size	98.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	6
95-th percentile	8
Maximum	10
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.577461941
Coefficient of variation (CV)	0.6581274439
Kurtosis	-1.184367437
Mean	3.916356877
Median Absolute Deviation (MAD)	2
Skewness	0.1408672494
Sum	99029
Variance	6.643310057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2	4085	16.2%
8	3377	13.4%
4	3104	12.3%
6	2794	11.0%
1	2655	10.5%
0	2585	10.2%
3	2528	10.0%
5	2354	9.3%
7	1795	7.1%
10	8	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2585	10.2%
1	2655	10.5%
2	4085	16.2%
3	2528	10.0%
4	3104	12.3%
5	2354	9.3%
6	2794	11.0%
7	1795	7.1%
8	3377	13.4%
9	1	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
9	1	< 0.1%
8	3377	13.4%
7	1795	7.1%
6	2794	11.0%
5	2354	9.3%
4	3104	12.3%
3	2528	10.0%
2	4085	16.2%
1	2655	10.5%

target
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	13308
0	11978

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	25286
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	13308	52.6%
0	11978	47.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	13308	52.6%
0	11978	47.4%

Most occurring characters

Value	Count	Frequency (%)
1	13308	52.6%
0	11978	47.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25286	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13308	52.6%
0	11978	47.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	25286	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13308	52.6%
0	11978	47.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25286	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13308	52.6%
0	11978	47.4%

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation